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Stability and Convergence Analysis for a Class of Neural Networks

✍ Scribed by Xingbao Gao; Li-Zhi Liao


Book ID
117927495
Publisher
IEEE
Year
2011
Tongue
English
Weight
594 KB
Volume
22
Category
Article
ISSN
1045-9227

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We consider a class of systems of differential equations in Nn which exhibits convergent dynamics. We find a Lyapunov function and show that every bounded trajectory converges to the set of equilibria. Our result generalizes the results of Cohen and Grossberg (1983) for convergent neural networks. I